SocPop Analysis
Visualizing RT and Accuracy
Visualizing raw correlations
Within predictors
Predictors vs DVs
Note: Proportion of labels with gestures is shows inverse relations: it’s positively related to RT and negatively to CDI.
Models
Reaction time as dependent variable
Plotting DV
Models RT
Model comparison
| Model | waic | se_waic | weight |
|---|---|---|---|
| label_me | 552.90 | 9.98 | 0.37 |
| label | 554.17 | 10.00 | 0.20 |
| null | 555.25 | 10.22 | 0.12 |
| label_gesture | 555.55 | 9.99 | 0.10 |
| rel_overlap | 556.62 | 10.17 | 0.06 |
| overlap | 556.68 | 9.96 | 0.06 |
| label_gesture_int | 556.91 | 9.85 | 0.05 |
| gesture | 556.96 | 9.94 | 0.05 |
Visualizing model predictors
CDI as dependent variable
Plotting DV
Models CDI
Model comparison
| Model | waic | se_waic | weight |
|---|---|---|---|
| label | 479.58 | 7.65 | 0.41 |
| label_me | 481.00 | 8.18 | 0.20 |
| label_gesture | 481.93 | 7.68 | 0.13 |
| rel_overlap | 481.98 | 6.09 | 0.12 |
| overlap | 483.04 | 6.67 | 0.07 |
| label_gesture_int | 484.08 | 7.73 | 0.04 |
| gesture | 486.46 | 6.59 | 0.01 |
| null | 486.54 | 6.98 | 0.01 |
Visualizing model predictors
Additional analysis
Accuracy as dependent variable
Predictors vs DVs
Plotting DV
Models
Model comparison
| Model | waic | se_waic | weight |
|---|---|---|---|
| null | -84.81 | 8.13 | 0.23 |
| label_me | -84.49 | 8.22 | 0.20 |
| label | -83.47 | 8.17 | 0.12 |
| label_gesture_int | -83.34 | 8.09 | 0.11 |
| label_gesture | -83.20 | 8.26 | 0.10 |
| gesture | -82.99 | 8.27 | 0.09 |
| rel_overlap | -82.51 | 8.10 | 0.07 |
| overlap | -82.46 | 8.11 | 0.07 |
Visualizing model predictors
Correlation between RT 18 and Vocab 25
Correlation by gesture type
Concurrent relations at 18m
Visualizing raw correlations
